Publications

Publication date: August 2, 2024

Generative Escher Meshes

SIGGRAPH 2024

Thibault Groueix, Noam Aigerman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 2, 2024

IntrinsicDiffusion: Joint Intrinsic Layers from Latent Diffusion Models

SIGGRAPH 2024

Jundan Luo, Duygu Ceylan, Jae Shin Yoon, Nanxuan Zhao, Julien Philip, Anna Frühstück, Wenbin Li, Christian Richardt, Tuanfeng Y. Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 1, 2024

AutoDAN: interpretable gradient-based adversarial attacks on large language models

COLM 2024

Sicheng Zhu, Ruiyi Zhang, Bang An, Gang Wu, Joe Barrow, Zichao Wang, Furong Huang, Ani Nenkova, Tong Sun
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: July 29, 2024

N-BVH: Neural Ray Queries with Bounding Volume Hierarchies

SIGGRAPH 2024

Philippe Weier, Alexander Rath, Élie Michel, Iliyan Georgiev, Philipp Slusallek, Tamy Boubekeur
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 29, 2024

Deep Sketch Vectorization via Implicit Surface Extraction

SIGGRAPH 2024

Chuan Yan, Yong Li, Deepali Aneja, Matt Fisher, Edgar Simo-Serra, Yotam Gingold
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 28, 2024

DAE-Net: Deforming Auto-Encoder for fine-grained shape co-segmentation

SIGGRAPH 2024

Zhiqin Chen, Qimin Chen, Hang Zhou, Hao Zhang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 28, 2024

Object-level Scene Deocclusion

SIGGRAPH 2024

Zhengzhe Liu, Qing Liu, Chirui Chang, Jianming Zhang, Daniil Pakhomov, Haitian Zheng, Zhe Lin, Daniel Cohen-Or, Chi-Wing Fu
  • Adobe Research icon AI & Machine Learning

Publication date: July 28, 2024

Text-to-vector Generation With Neural Path Representation

SIGGRAPH 2024

Peiying Zhang, Nanxuan (Cherry) Zhao, Jing Liao
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 28, 2024

One Noise to Rule Them All: Learning a Unified Model of Spatially-Varying Noise Patterns

SIGGRAPH 2024

Arman Maesumi, Dylan Hu, Krishi Saripalli, Vladimir (Vova) Kim, Matt Fisher, Soren Pirk, Daniel Ritchie
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 27, 2024

Editing Partially Observable Networks via Graph Diffusion Models

ICML 2024

Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra
  • Adobe Research icon AI & Machine Learning

Publication date: July 25, 2024

RGB<->X: Image Decomposition and Synthesis Using Material- and Lighting-aware Diffusion Models

SIGGRAPH 2024

Zheng Zeng, Valentin Deschaintre, Iliyan Georgiev, Yannick Hold-Geoffroy, Yiwei Hu, Fujun Luan, Ling-Qi Yan, Milos Hasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 25, 2024

TexSliders: Diffusion-Based Texture Editing in CLIP Space

SIGGRAPH 2024

Julia Guerrero-Viu, Milos Hasan, Arthur Roullier, Midhun Harikumar, Yiwei Hu, Paul Guerrero, Diego Gutierrez, Belen Masia, Valentin Deschaintre
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 25, 2024

GEM3D: Generative Medial Abstractions for 3D Shape Synthesis

SIGGRAPH 2024

Dmitry Petrov, Pradyumn Goyal, Vikas Thamizharasan, Vladimir (Vova) Kim, Matheus Gadelha, Melinos Averkiou, Siddhartha Chaudhuri, Evangelos Kalogerakis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 23, 2024

MusicHiFi: Fast High-Fidelity Stereo Vocoding

IEEE Signal Processing Letters, vol. 31, pp. 2365-2369

Ge Zhu, Juan-Pablo Caceres, Zhiyao Duan, Nicholas J. Bryan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: July 21, 2024

Learning to Infer Generative Template Programs for Visual Concepts

ICML

R. Kenny Jones, Siddhartha Chaudhuri, Daniel Ritchie
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 18, 2024

Multilingual Meta-Distillation Alignment for Semantic Retrieval

SIGIR 2024

Meryem M'hamdi, Jonathan May, Franck Dernoncourt, Trung Bui, David Seunghyun Yoon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: July 5, 2024

RRM: Relightable assets using Radiance guided Material extraction

CGI 2024

Diego Gomez, Julien Philip, Adrien Kaiser, Élie Michel
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 2, 2024

MatUp: Repurposing Image Upsamplers for SVBRDFs

EGSR 2024

Alban Gauthier, Bernhard Kerbl, Jérémy Levallois, Robin Faury, Jean Thiery, Tamy Boubekeur
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 1, 2024

Continuous Treatment Effects with Surrogate Outcomes

International Conference on Machine Learning (ICML)

Zhenghao Zeng, David Arbour, Avi Feller, Raghavendra Addanki, Ryan A. Rossi, Ritwik Sinha, Edward H. Kennedy
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: July 1, 2024

On Online Experimentation without Device Identifiers

International Conference on Machine Learning (ICML)

Shiv Shankar, Ritwik Sinha, Madalina Fiterau
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
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